{"id":"W6911920876","doi":"10.5281/zenodo.15196133","title":"Hofmannophila pseudospretella","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Larva; Pearl; Pest control; Czech","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000584852,0.0003576171,0.0000920907,0.000449736,0.000419366,0.0003008965,0.0001243359,0.0001934382,0.00463617],"category_scores_gemma":[0.0001862048,0.00008722833,0.0001105412,0.0002358746,0.0001741259,0.0004725253,0.000325246,0.000186256,0.001302095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657989,"about_ca_system_score_gemma":0.0001586529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690345,"about_ca_topic_score_gemma":0.008157024,"domain_scores_codex":[0.9999442,0.000005558872,0.000006146724,0.00001473166,0.00001382323,0.00001547283],"domain_scores_gemma":[0.9999009,0.0000202653,0.00004069263,0.000008902258,0.00001783188,0.00001137215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001001634,0.0001629597,0.09799936,0.001874611,0.00007586477,0.006454612,0.00244914,0.001639163,0.5004987,0.009168481,0.02299243,0.3556829],"study_design_scores_gemma":[0.0001067055,0.0007513021,0.6029193,0.000417905,0.00006226633,0.008853941,0.002125242,0.001356515,0.04073345,0.001899305,0.3407145,0.00005964265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968535,0.005350537,0.002693778,0.0003777655,0.0002192626,0.0001234521,0.003685059,0.0003323675,0.09036423],"genre_scores_gemma":[0.9791125,0.001675968,0.001398396,0.0001918494,0.0000349074,0.00003792633,0.00123549,0.00000986761,0.0163031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004690345,"threshold_uncertainty_score":0.01550955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716744380159543,"score_gpt":0.3347468603522806,"score_spread":0.2875794165506851,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}